May 2026

Introduction¶ Managing multi-account AWS environments can often be complex and, at times, daunting. When teams need to share critical infrastructure values such as VPC IDs or database endpoints across different AWS accounts and regions, the process typically involves considerable manual effort. However, with the introduction of the Fn::GetStackOutput intrinsic function in AWS CloudFormation, referencing stack …

Reference Stack Outputs Across Accounts and Regions with AWS CloudFormation and CDK Read More »

In the rapidly evolving landscape of artificial intelligence, AWS has made significant strides by introducing two new models for agentic coding and efficient AI in Amazon SageMaker JumpStart. This guide will delve into how these new models, GLM-5.1-FP8 and Phi-4-mini-instruct, can transform enterprise AI workloads on AWS infrastructure. We will explore their distinct capabilities, deployment …

New Models for Agentic Coding and Efficient AI in SageMaker Read More »

Introduction¶ In today’s fast-paced data-driven world, companies are continuously seeking ways to enhance their database management systems for real-time analysis and responsiveness. Amazon Aurora DSQL now supports change data capture (CDC) in preview, and this feature represents a significant leap forward in database integration. With CDC, users can stream real-time database changes directly to Amazon …

Amazon Aurora DSQL Now Supports Change Data Capture: What You Need to Know Read More »

In today’s rapidly evolving landscape of artificial intelligence, harnessing cutting-edge technology is essential for businesses aiming to develop creative applications and intelligent systems. With the launch of FLUX.2-klein-base-4B and Qwen3-Embedding-0.6B in Amazon SageMaker JumpStart, AWS is empowering developers with advanced models for image generation and text embeddings. This guide will explore these revolutionary new models, …

Transforming AI Capabilities with Amazon SageMaker JumpStart Read More »

In today’s rapidly evolving technological landscape, businesses are constantly seeking ways to modernize their operations. AWS Transform has introduced the agent builder toolkit Kiro Power, an innovative solution that enables organizations to craft customized transformation agents seamlessly integrated with AWS capabilities. This comprehensive guide delves into Kiro Power and explains how you can leverage it …

AWS Transform: The Ultimate Guide to Kiro Power Toolkit Read More »

Introduction¶ In the rapidly evolving landscape of artificial intelligence, the ability to customize machine learning models effectively is becoming a critical component for businesses and developers alike. Serverless model customization for Qwen3.6 on Amazon SageMaker AI presents a revolutionary approach to fine-tuning AI models, allowing users to leverage the powerful 27 billion parameter model from …

Unleashing Potential: Serverless Model Customization for Qwen3.6 Read More »

In the dynamic world of cloud computing, developers seeking to enhance their applications for Apple platforms need powerful, efficient tools at their disposal. The latest introduction of Amazon EC2 M3 Ultra Mac instances comes as a significant solution for Apple developers aiming to build and test iOS, macOS, iPadOS, tvOS, watchOS, visionOS, and Safari applications …

Unlocking Performance: Amazon EC2 M3 Ultra Mac Instances Read More »

The introduction of passthrough mode for mutual TLS (mTLS) viewer authentication in Amazon CloudFront marks a significant milestone for cloud security. In this guide, we’ll explore what passthrough mode is, how it functions, and the benefits it brings to your cloud infrastructure. Whether you’re a beginner curious about mTLS or an experienced developer looking to …

Amazon CloudFront Passthrough Mode for Mutual TLS: A Comprehensive Guide Read More »

AWS Organizations has introduced significant enhancements to service control policies (SCPs), allowing users to implement more advanced governance and security measures. In this guide, we will delve into the details of these changes and provide actionable insights on utilizing these new quotas to optimize your AWS environment. Introduction¶ Service control policies (SCPs) play a crucial …

Comprehensive Guide to AWS Organizations’ Service Control Policies Read More »

In recent developments, Amazon Managed Grafana now supports in-place upgrade to Grafana version 12.4. This is a significant update that brings a plethora of new features designed to enhance your data visualization experience. Whether you are a beginner or an experienced user, understanding the in-depth implications of this upgrade can help you maximize your usage …

Amazon Managed Grafana Upgrade: Your Guide to Version 12.4 Read More »